Zhao et al. in SSN [1]} proposed to identify continuous temporal regions with high actionness scores (def REF ) as proposals (known as TAG proposals). Continuous temporal regions are grouped using a classic watershed algorithm [2]} applied on the 1D signal formed by complemented actionness values. The proposals are fed to a temporal pyramid for feature extraction and proposal evaluation. The feature extraction process is too simple to capture rich features.
